Optimizer Elo Ratings
Produced by
optimizer-elo-ratings using
the
humpday package. See the
article.
Class of objective functions: classic
Dimension 08
Function evaluation limit: 30
| Name | Rating | Games | Active |
|---|
| optuna_cmaes | 1869.0 | 13 | yes |
| bobyqa_noise | 1828.0 | 9 | yes |
| dlib_default | 1798.0 | 12 | yes |
| nevergrad_ngopt8 | 1752.0 | 8 | yes |
| nlopt_isres | 1740.0 | 13 | yes |
| nevergrad_ngopt | 1726.0 | 14 | yes |
| bobyqa_default | 1714.0 | 4 | yes |
| nlopt_crs2lm | 1711.0 | 9 | yes |
| pysot_dycors | 1707.0 | 15 | yes |
| ax_default | 1703.0 | 13 | yes |
| dlib | 1687.0 | 13 | yes |
| bayesopt_ei | 1681.0 | 14 | yes |
| ultraopt_forest | 1675.0 | 9 | yes |
| nevergrad_ngopt4 | 1672.0 | 9 | yes |
| nlopt_esch | 1661.0 | 6 | yes |
| shgo_powell_sobol | 1655.0 | 2 | yes |
| shgo_slsqp_sobol | 1652.0 | 2 | yes |
| nevergrad_hammersley | 1650.0 | 12 | yes |
| hyperopt_rand | 1650.0 | 20 | yes |
| ultraopt_etpe | 1637.0 | 10 | yes |
| nlopt_ags | 1623.0 | 7 | yes |
| nlopt_directl | 1608.0 | 4 | yes |
| shgo_nelder_sobol | 1604.0 | 1 | yes |
| optuna_random_clone | 1600 | 13 | yes |
| optuna_random_clone_2 | 1600 | 12 | yes |
| optuna_random | 1600 | 11 | yes |
| optuna_random_clone_1 | 1600 | 10 | yes |
| scipy_powell | 1600 | 0 | yes |
| platypus_genetic | 1600 | 0 | yes |
| platypus_evolutionary | 1600 | 0 | yes |
| platypus_nsgaii | 1600 | 0 | yes |
| platypus_cmaes | 1600 | 0 | yes |
| platypus_gde3 | 1600 | 0 | yes |
| platypus_ibea | 1600 | 0 | yes |
| platypus_omopso | 1600 | 0 | yes |
| platypus_smpso | 1600 | 0 | yes |
| platypus_spea2 | 1600 | 0 | yes |
| platypus_epsmoea | 1600 | 0 | yes |
| pymoo_nelder | 1600 | 0 | yes |
| pymoo_pattern | 1600 | 0 | yes |
| pymoo_nsga2 | 1600 | 0 | yes |
| bayesopt_poi | 1598.0 | 17 | yes |
| optuna_tpe | 1597.0 | 13 | yes |
| pysot_srbf | 1588.0 | 13 | yes |
| nlopt_directr | 1578.0 | 8 | yes |
| pysot_lcb | 1578.0 | 13 | yes |
| scipy_lbfgsb | 1574.0 | 3 | yes |
| nlopt_directo | 1569.0 | 2 | yes |
| skopt_gp_default | 1566.0 | 9 | yes |
| nevergrad_portfolio | 1565.0 | 12 | yes |
| nlopt_direct | 1550.0 | 11 | yes |
| ultraopt_gbrt | 1549.0 | 5 | yes |
| pysot_random | 1546.0 | 14 | yes |
| hyperopt_atpe | 1545.0 | 5 | yes |
| nevergrad_de | 1542.0 | 26 | yes |
| ultraopt_random | 1538.0 | 15 | yes |
| hyperopt_tpe | 1536.0 | 9 | yes |
| pysot_ei | 1506.0 | 12 | yes |
| bayesopt_ucb | 1490.0 | 12 | yes |
| platypus_moead | 1489.0 | 6 | yes |
| nevergrad_oneplus | 1452.0 | 16 | yes |
| scipy_nelder | 1378.0 | 17 | yes |
| scipy_slsqp | 1374.0 | 11 | yes |
| pymoo_nsga3 | 1350.0 | 10 | yes |
| pymoo_unsga3 | 1341.0 | 20 | yes |